Multivariable Linear Regression in SPSS (SPSS Tutorial Video #26)

In this video, I explain how to conduct a multivariable linear regression in SPSS. I walk through the key assumptions that need to be checked, most critically, heteroskedasticity. I also show you how to interpret all the results including standardized and unstandardized beta coefficients. I also discuss how you can avoid Type 1 Error (False Positives) by using a Bonferroni Correction. This SPSS tutorial series is designed to teach you the basics of how to analyze and interpret the results of data using SPSS. I will cover everything from the very basics of the main windows within SPSS, to manipulating data, to running and interpreting meaningful analyses like t-tests, ANOVA, regression, and many more, and visualizing results. The data file used in this video can be found here: https://drive.google.com/file/d/1-BbnD3Z0UTKUo6vmPOmC7iIkXCP-vaum/view?usp=sharing Video tutorial and walkthrough of the data file used in this video: https://youtu.be/AhtVHmC09fs REGRESSION VIDEO about basic Single Variable Linear Regression: https://youtu.be/6XUTtpk8ycc REGRESSION VIDEO about Multivariable Linear Regression: https://youtu.be/stRCK4_hhSA REGRESSION VIDEO about Continuous by Categorical Interactions with Linear Regression: https://youtu.be/xwFaEBShXlk REGRESSION VIDEO about Continuous by Continuous Interactions with Linear Regression: https://youtu.be/s2nq6oI91S4 Video about computing variables in SPSS: https://youtu.be/leCnPzNhPck Video about descriptive statistics in SPSS: https://youtu.be/ILMSXTmD_Qs Playlist of video covering INTUITION for statistics and data science: https://www.youtube.com/playlist?list=PLmXNcJ-VjBYrySRGXmkJMHpw6O4E--XxC All the SPSS tutorial videos are in this playlist: https://www.youtube.com/playlist?list=PLmXNcJ-VjBYo9QnJP1BoMwfU_dfPmGoi1 Learn more about who I am and why I'm doing this here: https://youtu.be/sLIquDwwTpw Follow me at: LinkedIn: https://www.linkedin.com/in/jeff-galak-768a193a Patreon: https://www.patreon.com/datademystified Website: http://www.jeffgalak.com/datademystified Equipment Used for Filming: Nikon D7100: https://amzn.to/320N1FZ Softlight: https://amzn.to/2ZaXz3o Yeti Microphone: https://amzn.to/2ZTXznB iPad for Teleprompter: https://amzn.to/2ZSUkNh Camtasia for Video Editing: https://amzn.to/2ZRPeAV